something2vec.md

*2vec papers

1. act2vec, trace2vec, log2vec, model2vec https://link.springer.com/chapter/10.1007/978-3-319-98648-7_18
2. apk2vec https://arxiv.org/abs/1809.05693
3. app2vec http://paul.rutgers.edu/~qma/research/ma_app2vec.pdf
4. ast2vec https://arxiv.org/abs/2103.11614
5. attribute2vec https://arxiv.org/abs/2004.01375
6. author2vec http://dl.acm.org/citation.cfm?id=2889382
7. baller2vec https://arxiv.org/abs/2102.03291
8. bb2vec https://arxiv.org/abs/1809.09621
9. behavior2vec https://dl.acm.org/citation.cfm?id=3184454
10. beer2vec https://arxiv.org/abs/2208.04223
11. bike2vec https://arxiv.org/abs/2305.10471
12. bin2vec https://arxiv.org/abs/2002.03388
13. binimg2vec https://arxiv.org/abs/2209.00782
14. BioSequence2vec https://arxiv.org/abs/2304.00291
15. block2vec https://arxiv.org/abs/2106.10155
16. care2vec https://arxiv.org/abs/1812.00715
17. cat2vec https://openreview.net/forum?id=HyNxRZ9xg
18. category2vec http://www.anlp.jp/proceedings/annual_meeting/2015/pdf_dir/C4-3.pdf
19. cell2vec https://ieeexplore.ieee.org/document/9671972
20. chess2vec http://www.berkkapicioglu.com/wp-content/uploads/2018/11/chess2vec_nips_2018_short.pdf
21. code2vec https://arxiv.org/abs/1803.09473
22. column2vec https://arxiv.org/abs/1903.08621
23. command2vec https://link.springer.com/chapter/10.1007/978-981-16-5983-6_5
24. concept2vec http://knoesis.cs.wright.edu/sites/default/files/Concept2vec__Evaluating_Quality_of_Embeddings_for_OntologicalConcepts%20%284%29.pdf
25. confusion2vec https://arxiv.org/abs/1811.03199
26. content2vec http://104.155.136.4:3000/forum?id=ryTYxh5ll
27. context2vec http://u.cs.biu.ac.il/~melamuo/publications/context2vec_conll16.pdf
28. cw2vec http://www.statnlp.org/wp-content/uploads/papers/2018/cw2vec/cw2vec.pdf
29. data2vec https://scontent-nrt1-1.xx.fbcdn.net/v/t39.8562-6/271974914_483120576492438_4239522333319653600_n.pdf?_nc_cat=107&ccb=1-5&_nc_sid=ae5e01&_nc_ohc=HLSTIdOnYI4AX-Bkly5&_nc_ht=scontent-nrt1-1.xx&oh=00_AT8lp1CvKU-j_vNfXHlbYqoiQ9j0kAtwysle6SeuBB-KNA&oe=61EE0911
30. dev2vec https://arxiv.org/abs/2207.05132
31. dict2vec http://aclweb.org/anthology/D17-1024
32. diet2vec https://arxiv.org/abs/1612.00388
33. diff2vec http://homepages.inf.ed.ac.uk/s1668259/papers/sequence.pdf
34. dna2vec https://arxiv.org/abs/1701.06279
35. doc2sent2vec http://research.microsoft.com/apps/pubs/default.aspx?id=264430 25 doe2vec https://arxiv.org/abs/2304.01219
36. doctag2vec https://arxiv.org/abs/1707.04596
37. DyG2vec https://arxiv.org/abs/2210.16906
38. drive2vec https://arxiv.org/abs/1806.04795
39. driver2vec https://kdd-milets.github.io/milets2020/papers/MiLeTS2020_paper_17.pdf
40. dylink2vec https://arxiv.org/abs/1804.05755
41. dyn2vec https://csce.ucmss.com/cr/books/2018/LFS/CSREA2018/ICD8013.pdf
42. dyngraph2vec https://arxiv.org/abs/1809.02657
43. dynnode2vec https://arxiv.org/abs/1812.02356
44. edge2vec http://www.cys.cic.ipn.mx/ojs/index.php/CyS/article/view/2849/2380
45. edge2vec https://arxiv.org/abs/1804.06111
46. edge2vec https://arxiv.org/abs/1809.02269
47. eeg2vec https://arxiv.org/abs/2207.08002
48. emoji2vec http://arxiv.org/abs/1609.08359
49. entity2vec http://nlp.cs.rpi.edu/paper/embedding2017.pdf
50. env2vec https://dl.acm.org/doi/10.1145/3342195.3387525
51. event2vec https://dl.acm.org/citation.cfm?id=3210136
52. event2vec https://ieeexplore.ieee.org/document/8637423
53. event2vec https://arxiv.org/pdf/1901.10234.pdf
54. event2vec http://keg.cs.tsinghua.edu.cn/jietang/publications/PAKDD19-Wang-Tang-event2vec.pdf
55. event2vec https://link.springer.com/chapter/10.1007/978-3-319-63564-4_3
56. evolve2vec https://link.springer.com/chapter/10.1007/978-3-030-05710-7_37
57. feat2vec http://www.josepablogonzalez.com/files/feat2vec.pdf
58. feature2vec https://arxiv.org/abs/1908.11439
59. gat2vec https://link.springer.com/article/10.1007%2Fs00607-018-0622-9
60. gene2vec https://www.biorxiv.org/content/early/2018/05/19/286096
61. gl2vec https://arxiv.org/abs/1812.05473
62. gov2vec http://arxiv.org/abs/1609.06616
63. graph2vec http://arxiv.org/abs/1707.05005
64. grasp2vec http://proceedings.mlr.press/v87/jang18a.html
65. gtfs2vec https://arxiv.org/abs/2111.00960
66. hash2vec http://arxiv.org/abs/1608.08940
67. hashtag2vec https://www.ijcai.org/proceedings/2018/0480.pdf
68. hin2vec https://dl.acm.org/citation.cfm?id=3132953
69. highway2vec https://arxiv.org/abs/2304.13865
70. hotel2vec https://arxiv.org/abs/1910.03943
71. hyperdoc2vec https://arxiv.org/abs/1805.03793
72. hyperedge2vec https://openreview.net/forum?id=rJ5C67-C-
73. illustration2vec http://dl.acm.org/citation.cfm?id=2820907
74. im2vec http://geometry.cs.ucl.ac.uk/projects/2020/Im2Vec/paper_docs/paper.pdf
75. image2vec http://arxiv.org/abs/1507.08818
76. import2vec https://arxiv.org/abs/1904.03990
77. inf2vec http://www.ntu.edu.sg/home/arijit.khan/Papers/Inf2Vector_ICDE18.pdf
78. Inpatient2Vec https://arxiv.org/abs/1904.08558
79. item2vec http://arxiv.org/abs/1603.04259
80. lda2vec https://arxiv.org/abs/1605.02019
81. llm2vec https://arxiv.org/abs/2404.05961
82. map-music2vec https://arxiv.org/abs/2212.02508
83. med2vec http://www.kdd.org/kdd2016/papers/files/rpp0303-choiA.pdf
84. mego2vec https://dl.acm.org/citation.cfm?id=3271705
85. mem2vec https://aclanthology.org/D18-1173/
86. mention2vec https://arxiv.org/abs/1612.02706
87. meta-prod2vec http://arxiv.org/abs/1607.07326
88. metagraph2vec https://arxiv.org/abs/1803.02533
89. metagenome2vec https://arxiv.org/abs/2111.08001
90. metapath2vec https://ericdongyx.github.io/papers/KDD17-dong-chawla-swami-metapath2vec.pdf
91. mol2vec https://pubs.acs.org/doi/10.1021/acs.jcim.7b00616
92. mvn2vec https://arxiv.org/abs/1801.06597
93. neighbor2vec https://arxiv.org/abs/2201.02626
94. net2vec https://arxiv.org/abs/1705.03881
95. net2vec https://arxiv.org/abs/1801.03454
96. neuro2vec https://arxiv.org/abs/2204.12440
97. news2vec https://aclanthology.org/D19-1490/
98. ngram2vec http://www.aclweb.org/anthology/D17-1023
99. node2vec http://www.kdd.org/kdd2016/papers/files/Paper_218.pdf
100. novel2vec http://aics2016.ucd.ie/papers/full/AICS_2016_paper_48.pdf
101. onto2vec https://arxiv.org/abs/1802.00864
102. owl2vec* https://link.springer.com/article/10.1007%2Fs10994-021-05997-6
103. pair2vec https://arxiv.org/abs/1810.08854
104. paper2vec https://arxiv.org/abs/1703.06587
105. patient2vec https://arxiv.org/abs/1810.04793
106. pcd2vec https://arxiv.org/abs/2304.06731
107. people2vec https://link.springer.com/chapter/10.1007/978-3-319-93372-6_17
108. persona2vec https://arxiv.org/abs/2006.04941
109. phase2vec https://arxiv.org/abs/2212.03857
110. phosContext2vec https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5974293/
111. phylo2vec https://arxiv.org/abs/2304.12693
112. pin2vec https://labs.pinterest.com/assets/paper/p2p-www17.pdf, (cited blog)
113. place2vec https://www.research-collection.ethz.ch/bitstream/handle/20.500.11850/225625/41_gao.pdf?sequence=3
114. plan2vec https://openreview.net/pdf?id=Bye6weHFvB
115. poi2vec http://www.ntu.edu.sg/home/boan/papers/AAAI17_Visitor.pdf
116. prob2vec https://openreview.net/forum?id=SJl8gnAqtX
117. prod2vec http://dl.acm.org/citation.cfm?id=2788627
118. pwm2vec https://arxiv.org/abs/2201.02273
119. pykg2vec https://arxiv.org/abs/1906.04239
120. pyRDF2vec https://arxiv.org/abs/2205.02283
121. query2vec http://www.cs.cmu.edu/~dongyeok/papers/query2vec_v0.2.pdf
122. query2prod2vec https://arxiv.org/abs/2104.02061
123. rdf2vec http://iswc2016.semanticweb.org/pages/program/accepted-papers.html#research_ristoski_32
124. reads2vec https://arxiv.org/abs/2211.08267
125. recipe2vec https://arxiv.org/abs/2205.12396
126. record2vec https://ieeexplore.ieee.org/document/8594974
127. residual2vec https://arxiv.org/abs/2110.07654
128. resource2vec https://www.sciencedirect.com/science/article/pii/S0957417418303865
129. rn2vec https://www3.nd.edu/~dial/publications/tian2021RecipeRepresentationLearning.pdf
130. road2Vec https://www.mdpi.com/2220-9964/6/11/321
131. role2vec https://arxiv.org/abs/1802.02896
132. sac2vec https://arxiv.org/abs/1804.10363
133. screen2vec https://arxiv.org/abs/2101.11103
134. sen2vec https://arxiv.org/abs/1610.08078
135. sense2vec http://arxiv.org/abs/1511.06388
136. sent2vec http://aclweb.org/anthology/N18-1049
137. sentence2vec, paragraph2vec, doc2vec http://arxiv.org/abs/1405.4053
138. shape2vec https://dl.acm.org/citation.cfm?id=2980253
139. skill2vec https://arxiv.org/abs/1707.09751
140. SNP2vec https://arxiv.org/abs/2204.06699
141. sound-word2vec https://arxiv.org/abs/1703.01720
142. SpatialScene2vec https://www.sciencedirect.com/science/article/pii/S1569843224000979
143. spam2vec https://dl.acm.org/citation.cfm?id=3186930
144. speech2vec https://arxiv.org/abs/1803.08976
145. sphere2vec https://openreview.net/forum?id=FS0XKbpkdOu
146. st2vec https://arxiv.org/abs/2112.09339
147. star2vec https://arxiv.org/abs/1910.10763
148. stock2vec https://arxiv.org/abs/2201.11290
149. struc2vec https://arxiv.org/abs/1704.03165
150. style2vec https://arxiv.org/abs/1708.04014
151. sub2vec http://people.cs.vt.edu/~bijaya/papers/sub2vecPAKDD2018.pdf
152. sub2vec https://arxiv.org/abs/1702.06921
153. subgraph2vec http://arxiv.org/abs/1606.08928
154. table2vec https://arxiv.org/abs/1906.00041
155. table2vec https://arxiv.org/abs/2112.01830
156. tag2vec http://ktsaurabh.weebly.com/uploads/3/1/7/8/31783965/distributed_representations_for_content-based_and_personalized_tag_recommendation.pdf
157. tag2vec https://arxiv.org/abs/1905.03041
158. task2vec https://arxiv.org/abs/1902.03545
159. tax2vec https://arxiv.org/abs/1902.00438
160. tile2vec https://arxiv.org/abs/1805.02855
161. time2vec https://arxiv.org/abs/1907.05321
162. topic2vec http://arxiv.org/abs/1506.08422
163. trial2vec https://arxiv.org/abs/2206.14719
164. tweet2vec http://arxiv.org/abs/1605.03481
165. tweet2vec https://arxiv.org/abs/1607.07514
166. video2vec http://www.public.asu.edu/~bli24/Papers/ICPR2016_video2vec.pdf
167. video2vec https://staff.fnwi.uva.nl/t.e.j.mensink/publications/habibian16pami.pdf
168. virus2vec https://arxiv.org/abs/2304.12328
169. vlm2vec https://arxiv.org/abs/2410.05160
170. voxel2vec https://arxiv.org/abs/2207.02565
171. vq-wav2vec https://openreview.net/forum?id=rylwJxrYDS
172. wang2vec http://www.cs.cmu.edu/~lingwang/papers/naacl2015.pdf
173. wav2vec https://arxiv.org/abs/1904.05862
174. weather2vec https://arxiv.org/abs/2209.12316
175. wikipedia2vec https://arxiv.org/abs/1812.06280
176. word2vec https://arxiv.org/abs/1310.4546
177. wordnet2vec http://arxiv.org/abs/1606.03335
178. word-node2ve https://aclweb.org/anthology/papers/N/N19/N19-1109/
179. (batter|pitcher)2vec http://www.sloansportsconference.com/wp-content/uploads/2018/02/1008.pdf

I cannot find papers for the following implementations

• cv2vec https://medium.com/talla-inc/introducing-cv2vec-a-neural-model-for-candidate-similarity-e215b1b12472
• market2vec https://medium.com/@TalPerry/deep-learning-the-stock-market-df853d139e02#.akc6af77u
• food2vec https://altosaar.github.io/food2vec/
• entity2vec https://github.com/MultimediaSemantics/entity2vec

library

• text2vec: https://github.com/dselivanov/text2vec

video2vec: http://www.public.asu.edu/~bli24/Papers/ICPR2016_video2vec.pdf
a new video2vec method

I added another video2vec to this list, thank you, @IsaacChanghau

entity2vec: https://github.com/MultimediaSemantics/entity2vec
entity2rec: https://github.com/MultimediaSemantics/entity2rec, https://enricopal.github.io/enricopal.github.io/publications/Palumbo_Rizzo-RecSys2017.pdf

Thank you for sharing your great work, @enricopal!
I added entity2vec to my list.

Incremental word2vec https://aaai.org/ocs/index.php/AAAI/AAAI17/paper/view/14732

Sound-Word2Vec: https://arxiv.org/abs/1703.01720
Music2Vec: https://github.com/lastmansleeping/music2vec

Thank you @italoPontes for your information! I added Sound-Word2Vec into the list. I cannot find the Music2vec paper, so I did not add it.

Behavior2Vec: https://dl.acm.org/citation.cfm?id=3184454 , https://github.com/ncu-dart/behavior2vec

Thank you for sharing your great work, @hhchen1105 !

gene2vec: https://www.biorxiv.org/content/early/2018/05/19/286096

Thank you for sharing! @zhizhid

It's lacking an essential one!

StarSpace: Embed All The Things! - https://arxiv.org/abs/1709.03856

@alberduris Thank you for your comment! Starspace is also an embedding algorithm, but it is not named *2vec by the paper and the library. So I cannot add it to this list.

AWS SageMaker has object2vec: https://docs.aws.amazon.com/sagemaker/latest/dg/object2vec-howitworks.html

Looks like you need labeled data to train it though, so I'm not sure it's really in the spirit of 2vec.

DeepVoxels doesn't call itself Voxel2Vec but the paper title is "DeepVoxels: Learning Persistent 3D Feature Embeddings".
https://arxiv.org/pdf/1812.01024.pdf

Potential bridge between *2vec and graphs:
http://sparklingdataocean.com/2017/09/06/w2vTrain/

You are missing SPARQL2vec

https://github.com/0xyd/sec2vec

Indian Languages NLP
Hindi2Vec - https://github.com/NirantK/hindi2vec
Assamese2Vec - https://github.com/hridaydutta123/Assamese2Vec/
Bangla2Vec - https://github.com/soham96/Bangla2Vec

Road2Vec - https://www.mdpi.com/2220-9964/6/11/321

@floria618 Thank you for letting me know road2vec! I have added it to this list!

Command2Vec - https://link.springer.com/chapter/10.1007/978-981-16-5983-6_5

Screen2Vec - https://dl.acm.org/doi/10.1145/3411764.3445049

@kargaranamir I've added them to the list. Thank you for letting me know them!

env2vec - https://dl.acm.org/doi/10.1145/3342195.3387525

@parklize Cool! I've added env2vec.